Non-Standard Approaches of Evolutionary Algorithms in the Exploration-Exploitation Dilemma

OSWALDO E. VELEZ-LANGS, VELEZ-LANGS (2014) Non-Standard Approaches of Evolutionary Algorithms in the Exploration-Exploitation Dilemma. In: International Conference on Advances In Computing, Electronics and Electrical Technology CEET 2014, 02 - 03 August, 2014, International Conference on Advances In Computing, Electronics and Electrical Technology CEET 2014.

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Abstract

This critical-reflexive paper is based on the known problem presented in the Exploration-Exploitation Dilemma (EED) when working with Evolutionary Algorithms (EAs) and focusing on proposals that put forward, in this case, both a traditional ap-proach as well as more recent approaches that manage population solutions (individu-als) differently than the standard EAs, that is: The Learnable Evolutionary Model (LEM) and the Distribution Estimation Algorithms (DEA).

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: Exploration-Exploitation Dilemma, Evolutionary Algorithms, Learnable Evolution Model, Estimation of Distribution Algorithms
Depositing User: Mr. John Steve
Date Deposited: 27 May 2019 12:13
Last Modified: 27 May 2019 12:13
URI: http://publications.theired.org/id/eprint/2804

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